ABSTRACT
Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today's world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making and forecasting, and ultimately the solution of incre
TABLE OF CONTENTS
part 1|2 pages
Part I Introduction to Data Mining and RapidMiner
part 2|2 pages
Part 2 Basic Classification Use Cases for Credit Approval and in
part 3|2 pages
Marketing, Cross-Selling, and Recommender System Use
part 4|2 pages
Part 4 Clustering in Medical and Educational Domains
part 5|2 pages
Part 5 Text Mining: Spam Detection, Language Detection, and Customer Feedback Analysis
part 6|2 pages
Part 6 Feature Selection and Classification in Astroparticle Physics and in Medical Domains
part 7|2 pages
Molecular Structure- and Property-Activity Relationship Modeling in Biochemistry and Medicine
part 8|2 pages
Part 8 Image Mining: Feature Extraction, Segmentation, and Classification
part 9|2 pages
Part 9 Anomaly Detection, Instance Selection, and Prototype Construction
part 10|2 pages
Meta-Learning, Automated Learner Selection, Feature Selection, and Parameter Optimization